Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 20000 |
| Missing cells | 286735 |
| Missing cells (%) | 32.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.7 MiB |
| Average record size in memory | 352.0 B |
Variable types
| Numeric | 40 |
|---|---|
| Categorical | 4 |
SBP is highly correlated with MAP and 1 other fields | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with SBP and 1 other fields | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess | High correlation |
pH is highly correlated with BaseExcess | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP and 1 other fields | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with SBP and 1 other fields | High correlation |
BaseExcess is highly correlated with HCO3 and 1 other fields | High correlation |
HCO3 is highly correlated with BaseExcess | High correlation |
pH is highly correlated with BaseExcess | High correlation |
BUN is highly correlated with Creatinine and 1 other fields | High correlation |
Creatinine is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Phosphate is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 | High correlation |
HCO3 is highly correlated with BaseExcess | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with Hours | High correlation |
SepsisLabel is highly correlated with Sepsis | High correlation |
Sepsis is highly correlated with SepsisLabel | High correlation |
Hours is highly correlated with ICULOS | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
EtCO2 has 16784 (83.9%) missing values | Missing |
BaseExcess has 19442 (97.2%) missing values | Missing |
HCO3 has 19584 (97.9%) missing values | Missing |
FiO2 has 14178 (70.9%) missing values | Missing |
pH has 14246 (71.2%) missing values | Missing |
PaCO2 has 14221 (71.1%) missing values | Missing |
SaO2 has 14875 (74.4%) missing values | Missing |
AST has 11536 (57.7%) missing values | Missing |
BUN has 1591 (8.0%) missing values | Missing |
Alkalinephos has 11530 (57.6%) missing values | Missing |
Calcium has 1550 (7.8%) missing values | Missing |
Chloride has 18383 (91.9%) missing values | Missing |
Creatinine has 1588 (7.9%) missing values | Missing |
Bilirubin_direct has 18529 (92.6%) missing values | Missing |
Glucose has 1173 (5.9%) missing values | Missing |
Lactate has 15240 (76.2%) missing values | Missing |
Magnesium has 3543 (17.7%) missing values | Missing |
Phosphate has 8365 (41.8%) missing values | Missing |
Potassium has 1434 (7.2%) missing values | Missing |
Bilirubin_total has 11522 (57.6%) missing values | Missing |
TroponinI has 13436 (67.2%) missing values | Missing |
Hct has 1953 (9.8%) missing values | Missing |
Hgb has 1941 (9.7%) missing values | Missing |
PTT has 15602 (78.0%) missing values | Missing |
WBC has 2000 (10.0%) missing values | Missing |
Fibrinogen has 18052 (90.3%) missing values | Missing |
Platelets has 1992 (10.0%) missing values | Missing |
Unit1 has 6095 (30.5%) missing values | Missing |
Unit2 has 6095 (30.5%) missing values | Missing |
FiO2 is highly skewed (γ1 = 76.23783285) | Skewed |
PatientID is uniformly distributed | Uniform |
PatientID has unique values | Unique |
HospAdmTime has 1145 (5.7%) zeros | Zeros |
SepsisLabel has 18858 (94.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-11-29 10:23:20.454859 |
|---|---|
| Analysis finished | 2021-11-29 10:23:33.739015 |
| Duration | 13.28 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
| Distinct | 20000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 110000.5 |
| Minimum | 100001 |
|---|---|
| Maximum | 120000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 100001 |
|---|---|
| 5-th percentile | 101000.95 |
| Q1 | 105000.75 |
| median | 110000.5 |
| Q3 | 115000.25 |
| 95-th percentile | 119000.05 |
| Maximum | 120000 |
| Range | 19999 |
| Interquartile range (IQR) | 9999.5 |
Descriptive statistics
| Standard deviation | 5773.647028 |
|---|---|
| Coefficient of variation (CV) | 0.05248746167 |
| Kurtosis | -1.2 |
| Mean | 110000.5 |
| Median Absolute Deviation (MAD) | 5000 |
| Skewness | 0 |
| Sum | 2200010000 |
| Variance | 33335000 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 100001 | 1 | < 0.1% |
| 113331 | 1 | < 0.1% |
| 113338 | 1 | < 0.1% |
| 113337 | 1 | < 0.1% |
| 113336 | 1 | < 0.1% |
| 113335 | 1 | < 0.1% |
| 113334 | 1 | < 0.1% |
| 113333 | 1 | < 0.1% |
| 113332 | 1 | < 0.1% |
| 113330 | 1 | < 0.1% |
| Other values (19990) | 19990 |
| Value | Count | Frequency (%) |
| 100001 | 1 | |
| 100002 | 1 | |
| 100003 | 1 | |
| 100004 | 1 | |
| 100005 | 1 | |
| 100006 | 1 | |
| 100007 | 1 | |
| 100008 | 1 | |
| 100009 | 1 | |
| 100010 | 1 |
| Value | Count | Frequency (%) |
| 120000 | 1 | |
| 119999 | 1 | |
| 119998 | 1 | |
| 119997 | 1 | |
| 119996 | 1 | |
| 119995 | 1 | |
| 119994 | 1 | |
| 119993 | 1 | |
| 119992 | 1 | |
| 119991 | 1 |
HR
Real number (ℝ≥0)
| Distinct | 15131 |
|---|---|
| Distinct (%) | 75.7% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.04871048 |
| Minimum | 33.36 |
|---|---|
| Maximum | 174.6976744 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 33.36 |
|---|---|
| 5-th percentile | 60.42152123 |
| Q1 | 72.19230769 |
| median | 82.17248284 |
| Q3 | 92.6 |
| 95-th percentile | 109.1428571 |
| Maximum | 174.6976744 |
| Range | 141.3376744 |
| Interquartile range (IQR) | 20.40769231 |
Descriptive statistics
| Standard deviation | 14.99990916 |
|---|---|
| Coefficient of variation (CV) | 0.1806157985 |
| Kurtosis | 0.2303158873 |
| Mean | 83.04871048 |
| Median Absolute Deviation (MAD) | 10.17248284 |
| Skewness | 0.3821272666 |
| Sum | 1660642.015 |
| Variance | 224.9972747 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 68 | 28 | 0.1% |
| 72.5 | 23 | 0.1% |
| 80 | 23 | 0.1% |
| 86 | 21 | 0.1% |
| 90 | 21 | 0.1% |
| 70 | 20 | 0.1% |
| 77 | 20 | 0.1% |
| 83 | 19 | 0.1% |
| 76 | 19 | 0.1% |
| 81 | 19 | 0.1% |
| Other values (15121) | 19783 |
| Value | Count | Frequency (%) |
| 33.36 | 1 | |
| 37.28571429 | 1 | |
| 37.96052632 | 1 | |
| 38.78378378 | 1 | |
| 38.984375 | 1 | |
| 39.86764706 | 1 | |
| 40.0326087 | 1 | |
| 40.93181818 | 1 | |
| 40.9375 | 1 | |
| 41.2826087 | 1 |
| Value | Count | Frequency (%) |
| 174.6976744 | 1 | |
| 158.2142857 | 1 | |
| 156.1428571 | 1 | |
| 153 | 1 | |
| 148.5196078 | 1 | |
| 145.6545455 | 1 | |
| 145.2 | 1 | |
| 144.8409091 | 1 | |
| 143.2333333 | 1 | |
| 140.7340426 | 1 |
O2Sat
Real number (ℝ≥0)
| Distinct | 7737 |
|---|---|
| Distinct (%) | 38.7% |
| Missing | 6 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.10576372 |
| Minimum | 65.5 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 65.5 |
|---|---|
| 5-th percentile | 94 |
| Q1 | 96.01860587 |
| median | 97.32240143 |
| Q3 | 98.47660576 |
| 95-th percentile | 99.65625 |
| Maximum | 100 |
| Range | 34.5 |
| Interquartile range (IQR) | 2.457999889 |
Descriptive statistics
| Standard deviation | 1.944590634 |
|---|---|
| Coefficient of variation (CV) | 0.02002549137 |
| Kurtosis | 22.29509362 |
| Mean | 97.10576372 |
| Median Absolute Deviation (MAD) | 1.221587214 |
| Skewness | -2.439035024 |
| Sum | 1941532.64 |
| Variance | 3.781432733 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 183 | 0.9% |
| 98 | 141 | 0.7% |
| 97 | 131 | 0.7% |
| 97.5 | 118 | 0.6% |
| 98.5 | 113 | 0.6% |
| 99 | 102 | 0.5% |
| 96.5 | 92 | 0.5% |
| 96 | 91 | 0.5% |
| 99.5 | 68 | 0.3% |
| 98.25 | 63 | 0.3% |
| Other values (7727) | 18892 |
| Value | Count | Frequency (%) |
| 65.5 | 1 | |
| 66.85714286 | 1 | |
| 67.72580645 | 1 | |
| 72 | 1 | |
| 72.58333333 | 1 | |
| 73.44285714 | 1 | |
| 74.33333333 | 1 | |
| 74.80392157 | 1 | |
| 75.58823529 | 1 | |
| 76.32142857 | 1 |
| Value | Count | Frequency (%) |
| 100 | 183 | |
| 99.99074074 | 1 | < 0.1% |
| 99.9893617 | 1 | < 0.1% |
| 99.98611111 | 1 | < 0.1% |
| 99.98571429 | 1 | < 0.1% |
| 99.98529412 | 1 | < 0.1% |
| 99.984375 | 1 | < 0.1% |
| 99.98181818 | 1 | < 0.1% |
| 99.98076923 | 1 | < 0.1% |
| 99.97916667 | 1 | < 0.1% |
Temp
Real number (ℝ≥0)
| Distinct | 5252 |
|---|---|
| Distinct (%) | 26.3% |
| Missing | 49 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.77130518 |
| Minimum | 31.44444444 |
|---|---|
| Maximum | 39.7375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 31.44444444 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 36.44 |
| median | 36.72567568 |
| Q3 | 37.0822479 |
| 95-th percentile | 37.67330317 |
| Maximum | 39.7375 |
| Range | 8.293055556 |
| Interquartile range (IQR) | 0.6422478992 |
Descriptive statistics
| Standard deviation | 0.5290535673 |
|---|---|
| Coefficient of variation (CV) | 0.01438767443 |
| Kurtosis | 3.225961007 |
| Mean | 36.77130518 |
| Median Absolute Deviation (MAD) | 0.3187687688 |
| Skewness | -0.009018216435 |
| Sum | 733624.3097 |
| Variance | 0.2798976771 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.5 | 243 | 1.2% |
| 36.6 | 233 | 1.2% |
| 36.4 | 191 | 1.0% |
| 36.7 | 164 | 0.8% |
| 36.9 | 150 | 0.8% |
| 36.8 | 149 | 0.7% |
| 36.3 | 130 | 0.7% |
| 37 | 123 | 0.6% |
| 36 | 116 | 0.6% |
| 36.55 | 113 | 0.6% |
| Other values (5242) | 18339 |
| Value | Count | Frequency (%) |
| 31.44444444 | 1 | |
| 32.30714286 | 1 | |
| 32.44285714 | 1 | |
| 32.8 | 1 | |
| 32.93235294 | 1 | |
| 32.95 | 1 | |
| 33.08333333 | 1 | |
| 33.10576923 | 1 | |
| 33.35 | 1 | |
| 33.39861111 | 1 |
| Value | Count | Frequency (%) |
| 39.7375 | 1 | |
| 39.71451613 | 1 | |
| 39.675 | 1 | |
| 39.50714286 | 1 | |
| 39.36666667 | 1 | |
| 39.22291667 | 1 | |
| 39.16029412 | 1 | |
| 39.1 | 1 | |
| 39.05 | 1 | |
| 38.98 | 1 |
| Distinct | 15753 |
|---|---|
| Distinct (%) | 78.9% |
| Missing | 24 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.4104727 |
| Minimum | 54.54166667 |
|---|---|
| Maximum | 203.775 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 54.54166667 |
|---|---|
| 5-th percentile | 98.52083333 |
| Q1 | 112.8333333 |
| median | 125 |
| Q3 | 138.7410714 |
| 95-th percentile | 159.1377467 |
| Maximum | 203.775 |
| Range | 149.2333333 |
| Interquartile range (IQR) | 25.9077381 |
Descriptive statistics
| Standard deviation | 18.61359086 |
|---|---|
| Coefficient of variation (CV) | 0.1472472215 |
| Kurtosis | -0.03379315869 |
| Mean | 126.4104727 |
| Median Absolute Deviation (MAD) | 12.78947368 |
| Skewness | 0.3318814023 |
| Sum | 2525175.602 |
| Variance | 346.4657649 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 128 | 21 | 0.1% |
| 116 | 17 | 0.1% |
| 127 | 17 | 0.1% |
| 122 | 17 | 0.1% |
| 125 | 17 | 0.1% |
| 142 | 16 | 0.1% |
| 110 | 16 | 0.1% |
| 116.5 | 16 | 0.1% |
| 133 | 16 | 0.1% |
| 124 | 15 | 0.1% |
| Other values (15743) | 19808 | |
| (Missing) | 24 | 0.1% |
| Value | Count | Frequency (%) |
| 54.54166667 | 1 | |
| 56.29807692 | 1 | |
| 57.575 | 1 | |
| 60.34615385 | 1 | |
| 65 | 1 | |
| 65.125 | 1 | |
| 65.27083333 | 1 | |
| 66 | 1 | |
| 66.09090909 | 1 | |
| 68.5 | 1 |
| Value | Count | Frequency (%) |
| 203.775 | 1 | |
| 200.7830189 | 1 | |
| 200.1555556 | 1 | |
| 197.2 | 1 | |
| 197.1428571 | 1 | |
| 196.8043478 | 1 | |
| 194.1862745 | 1 | |
| 192.75 | 1 | |
| 192.4396552 | 1 | |
| 192.1857143 | 1 |
| Distinct | 14332 |
|---|---|
| Distinct (%) | 72.0% |
| Missing | 102 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.74191272 |
| Minimum | 34.29166667 |
|---|---|
| Maximum | 143.2285714 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 34.29166667 |
|---|---|
| 5-th percentile | 68.62435345 |
| Q1 | 77.26923077 |
| median | 85.13126566 |
| Q3 | 94.64404762 |
| 95-th percentile | 110.3827381 |
| Maximum | 143.2285714 |
| Range | 108.9369048 |
| Interquartile range (IQR) | 17.37481685 |
Descriptive statistics
| Standard deviation | 12.90803422 |
|---|---|
| Coefficient of variation (CV) | 0.1488096564 |
| Kurtosis | 0.3753422494 |
| Mean | 86.74191272 |
| Median Absolute Deviation (MAD) | 8.535401003 |
| Skewness | 0.6007607492 |
| Sum | 1725990.579 |
| Variance | 166.6173475 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 85 | 34 | 0.2% |
| 80 | 31 | 0.2% |
| 87 | 30 | 0.1% |
| 92 | 28 | 0.1% |
| 91 | 27 | 0.1% |
| 82 | 26 | 0.1% |
| 93 | 25 | 0.1% |
| 81 | 25 | 0.1% |
| 79.5 | 23 | 0.1% |
| 89 | 22 | 0.1% |
| Other values (14322) | 19627 | |
| (Missing) | 102 | 0.5% |
| Value | Count | Frequency (%) |
| 34.29166667 | 1 | |
| 38.46875 | 1 | |
| 45.79166667 | 1 | |
| 46.16666667 | 1 | |
| 46.95652174 | 1 | |
| 48.03947368 | 1 | |
| 48.5 | 1 | |
| 49 | 1 | |
| 50.05681818 | 1 | |
| 50.28571429 | 1 |
| Value | Count | Frequency (%) |
| 143.2285714 | 1 | |
| 141.0645161 | 1 | |
| 140.7241379 | 1 | |
| 140.4056604 | 1 | |
| 140 | 1 | |
| 139.9375 | 1 | |
| 138.9907407 | 1 | |
| 138.1363636 | 1 | |
| 137.5 | 1 | |
| 137.4130435 | 1 |
| Distinct | 14217 |
|---|---|
| Distinct (%) | 71.2% |
| Missing | 27 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.6384943 |
| Minimum | 24 |
|---|---|
| Maximum | 116.1891892 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 50.94563492 |
| Q1 | 59.1 |
| median | 65.55 |
| Q3 | 73.28571429 |
| 95-th percentile | 86.22745098 |
| Maximum | 116.1891892 |
| Range | 92.18918919 |
| Interquartile range (IQR) | 14.18571429 |
Descriptive statistics
| Standard deviation | 10.80896208 |
|---|---|
| Coefficient of variation (CV) | 0.1622029758 |
| Kurtosis | 0.5003833477 |
| Mean | 66.6384943 |
| Median Absolute Deviation (MAD) | 6.992307692 |
| Skewness | 0.5108030707 |
| Sum | 1330970.647 |
| Variance | 116.8336612 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67.5 | 34 | 0.2% |
| 61 | 29 | 0.1% |
| 69 | 27 | 0.1% |
| 66 | 26 | 0.1% |
| 65 | 25 | 0.1% |
| 70 | 25 | 0.1% |
| 67 | 25 | 0.1% |
| 60 | 24 | 0.1% |
| 64 | 24 | 0.1% |
| 62 | 24 | 0.1% |
| Other values (14207) | 19710 | |
| (Missing) | 27 | 0.1% |
| Value | Count | Frequency (%) |
| 24 | 1 | |
| 28.58333333 | 1 | |
| 29.575 | 1 | |
| 30.41428571 | 1 | |
| 31.02222222 | 1 | |
| 32.02272727 | 1 | |
| 32.52631579 | 1 | |
| 32.9375 | 1 | |
| 33.08823529 | 1 | |
| 33.48076923 | 1 |
| Value | Count | Frequency (%) |
| 116.1891892 | 1 | |
| 116.0135135 | 1 | |
| 115.1363636 | 1 | |
| 114.875 | 1 | |
| 113.2857143 | 1 | |
| 112.2692308 | 1 | |
| 110.875 | 1 | |
| 110.825 | 1 | |
| 110.0384615 | 1 | |
| 109.4534884 | 1 |
Resp
Real number (ℝ≥0)
| Distinct | 9074 |
|---|---|
| Distinct (%) | 45.5% |
| Missing | 43 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.48372382 |
| Minimum | 1 |
|---|---|
| Maximum | 56.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 14.27119691 |
| Q1 | 16.66666667 |
| median | 18.1875 |
| Q3 | 20.03947368 |
| 95-th percentile | 23.625 |
| Maximum | 56.25 |
| Range | 55.25 |
| Interquartile range (IQR) | 3.372807018 |
Descriptive statistics
| Standard deviation | 3.134884136 |
|---|---|
| Coefficient of variation (CV) | 0.1696024117 |
| Kurtosis | 6.795482191 |
| Mean | 18.48372382 |
| Median Absolute Deviation (MAD) | 1.677083333 |
| Skewness | 0.6931995319 |
| Sum | 368879.6762 |
| Variance | 9.827498548 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 298 | 1.5% |
| 17 | 142 | 0.7% |
| 16 | 140 | 0.7% |
| 17.5 | 119 | 0.6% |
| 19 | 92 | 0.5% |
| 18.5 | 84 | 0.4% |
| 16.5 | 78 | 0.4% |
| 17.33333333 | 76 | 0.4% |
| 20 | 59 | 0.3% |
| 19.5 | 53 | 0.3% |
| Other values (9064) | 18816 |
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 1.333333333 | 2 | |
| 1.5 | 2 | |
| 1.583333333 | 1 | < 0.1% |
| 1.636363636 | 1 | < 0.1% |
| 1.642857143 | 1 | < 0.1% |
| 1.764705882 | 1 | < 0.1% |
| 1.833333333 | 1 | < 0.1% |
| 1.842105263 | 1 | < 0.1% |
| 1.9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 56.25 | 1 | |
| 56 | 1 | |
| 50.04166667 | 1 | |
| 44.28571429 | 1 | |
| 40.21428571 | 1 | |
| 39.5 | 1 | |
| 38.91666667 | 1 | |
| 37.5125 | 1 | |
| 37.37878788 | 1 | |
| 37.25 | 1 |
| Distinct | 1928 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 16784 |
| Missing (%) | 83.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.09096109 |
| Minimum | 10 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 17.8875 |
| Q1 | 28.34903846 |
| median | 33.05 |
| Q3 | 37.25 |
| 95-th percentile | 43.25347222 |
| Maximum | 100 |
| Range | 90 |
| Interquartile range (IQR) | 8.900961538 |
Descriptive statistics
| Standard deviation | 10.19338005 |
|---|---|
| Coefficient of variation (CV) | 0.3080412207 |
| Kurtosis | 16.96107567 |
| Mean | 33.09096109 |
| Median Absolute Deviation (MAD) | 4.45 |
| Skewness | 2.739708572 |
| Sum | 106420.5309 |
| Variance | 103.9049968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 28 | 0.1% |
| 34 | 26 | 0.1% |
| 40 | 23 | 0.1% |
| 33 | 22 | 0.1% |
| 36 | 21 | 0.1% |
| 39 | 20 | 0.1% |
| 32 | 19 | 0.1% |
| 28 | 19 | 0.1% |
| 37 | 19 | 0.1% |
| 34.5 | 18 | 0.1% |
| Other values (1918) | 3001 | 15.0% |
| (Missing) | 16784 |
| Value | Count | Frequency (%) |
| 10 | 4 | |
| 10.125 | 1 | < 0.1% |
| 10.5 | 5 | |
| 10.83333333 | 1 | < 0.1% |
| 11 | 6 | |
| 11.15 | 1 | < 0.1% |
| 11.25 | 1 | < 0.1% |
| 11.5 | 1 | < 0.1% |
| 11.75 | 1 | < 0.1% |
| 11.84615385 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 7 | |
| 99 | 4 | |
| 98.5 | 1 | < 0.1% |
| 98 | 6 | |
| 97.5 | 1 | < 0.1% |
| 97.25 | 1 | < 0.1% |
| 97 | 7 | |
| 96 | 2 | < 0.1% |
| 95 | 1 | < 0.1% |
| 94 | 2 | < 0.1% |
| Distinct | 392 |
|---|---|
| Distinct (%) | 70.3% |
| Missing | 19442 |
| Missing (%) | 97.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.529682715 |
| Minimum | -22.36666667 |
|---|---|
| Maximum | 9.1 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 434 |
| Negative (%) | 2.2% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | -22.36666667 |
|---|---|
| 5-th percentile | -9.23 |
| Q1 | -4.6 |
| median | -2.4 |
| Q3 | -0.38125 |
| 95-th percentile | 3.6778125 |
| Maximum | 9.1 |
| Range | 31.46666667 |
| Interquartile range (IQR) | 4.21875 |
Descriptive statistics
| Standard deviation | 3.85935829 |
|---|---|
| Coefficient of variation (CV) | -1.525629387 |
| Kurtosis | 2.348435347 |
| Mean | -2.529682715 |
| Median Absolute Deviation (MAD) | 2.1 |
| Skewness | -0.4961503107 |
| Sum | -1411.562955 |
| Variance | 14.89464641 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.7 | 8 | < 0.1% |
| -1.3 | 7 | < 0.1% |
| -3.9 | 7 | < 0.1% |
| 1.2 | 6 | < 0.1% |
| -4.6 | 6 | < 0.1% |
| -0.9 | 5 | < 0.1% |
| -3.3 | 5 | < 0.1% |
| -3.7 | 5 | < 0.1% |
| -4.4 | 5 | < 0.1% |
| -3.4 | 5 | < 0.1% |
| Other values (382) | 499 | 2.5% |
| (Missing) | 19442 |
| Value | Count | Frequency (%) |
| -22.36666667 | 1 | |
| -18.25 | 1 | |
| -16.18333333 | 1 | |
| -15.1 | 1 | |
| -15.075 | 1 | |
| -14.025 | 1 | |
| -14.02 | 1 | |
| -13.05 | 1 | |
| -12 | 1 | |
| -11.8 | 1 |
| Value | Count | Frequency (%) |
| 9.1 | 1 | |
| 9 | 1 | |
| 8.175 | 1 | |
| 7.642857143 | 1 | |
| 7.6 | 2 | |
| 7.1 | 1 | |
| 6.3 | 1 | |
| 6.1 | 1 | |
| 5.9 | 2 | |
| 5.85 | 1 |
| Distinct | 310 |
|---|---|
| Distinct (%) | 74.5% |
| Missing | 19584 |
| Missing (%) | 97.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.34547262 |
| Minimum | 7.7 |
|---|---|
| Maximum | 33.05714286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 7.7 |
|---|---|
| 5-th percentile | 18.39375 |
| Q1 | 21.7 |
| median | 23.403125 |
| Q3 | 25.0125 |
| 95-th percentile | 28.8 |
| Maximum | 33.05714286 |
| Range | 25.35714286 |
| Interquartile range (IQR) | 3.3125 |
Descriptive statistics
| Standard deviation | 3.07572166 |
|---|---|
| Coefficient of variation (CV) | 0.1317480999 |
| Kurtosis | 2.223522011 |
| Mean | 23.34547262 |
| Median Absolute Deviation (MAD) | 1.671875 |
| Skewness | -0.2459323095 |
| Sum | 9711.71661 |
| Variance | 9.460063729 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.5 | 6 | < 0.1% |
| 21.5 | 6 | < 0.1% |
| 23.9 | 5 | < 0.1% |
| 23.2 | 5 | < 0.1% |
| 28.8 | 4 | < 0.1% |
| 22.6 | 4 | < 0.1% |
| 21.3 | 4 | < 0.1% |
| 22 | 4 | < 0.1% |
| 21.7 | 4 | < 0.1% |
| 22.2 | 4 | < 0.1% |
| Other values (300) | 370 | 1.8% |
| (Missing) | 19584 |
| Value | Count | Frequency (%) |
| 7.7 | 1 | |
| 13.1 | 1 | |
| 13.15 | 1 | |
| 14.6 | 1 | |
| 15.46666667 | 1 | |
| 16.2 | 1 | |
| 16.36666667 | 1 | |
| 16.43 | 1 | |
| 16.8 | 1 | |
| 17 | 1 |
| Value | Count | Frequency (%) |
| 33.05714286 | 1 | |
| 32.8 | 1 | |
| 32.4 | 1 | |
| 32 | 2 | |
| 30.9 | 1 | |
| 30.6 | 1 | |
| 30.1 | 1 | |
| 29.7 | 1 | |
| 29.5 | 2 | |
| 29.45 | 1 |
| Distinct | 620 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 14178 |
| Missing (%) | 70.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6540048137 |
| Minimum | -16 |
|---|---|
| Maximum | 1000.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | -16 |
|---|---|
| 5-th percentile | 0.21 |
| Q1 | 0.36 |
| median | 0.44 |
| Q3 | 0.5891865079 |
| 95-th percentile | 1 |
| Maximum | 1000.3 |
| Range | 1016.3 |
| Interquartile range (IQR) | 0.2291865079 |
Descriptive statistics
| Standard deviation | 13.10707758 |
|---|---|
| Coefficient of variation (CV) | 20.04125551 |
| Kurtosis | 5815.504986 |
| Mean | 0.6540048137 |
| Median Absolute Deviation (MAD) | 0.105 |
| Skewness | 76.23783285 |
| Sum | 3807.616025 |
| Variance | 171.7954826 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4 | 948 | 4.7% |
| 0.21 | 560 | 2.8% |
| 0.5 | 536 | 2.7% |
| 1 | 326 | 1.6% |
| 0.7 | 211 | 1.1% |
| 0.45 | 205 | 1.0% |
| 0.6 | 203 | 1.0% |
| 0.28 | 193 | 1.0% |
| 0.3 | 151 | 0.8% |
| 0.35 | 108 | 0.5% |
| Other values (610) | 2381 | 11.9% |
| (Missing) | 14178 |
| Value | Count | Frequency (%) |
| -16 | 1 | < 0.1% |
| -5.6375 | 1 | < 0.1% |
| 0.04 | 2 | < 0.1% |
| 0.05 | 4 | < 0.1% |
| 0.06 | 4 | < 0.1% |
| 0.115 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| 0.21 | 560 | |
| 0.21 | 25 | 0.1% |
| 0.2130434783 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1000.3 | 1 | < 0.1% |
| 2 | 4 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| 1.5 | 2 | < 0.1% |
| 1.266666667 | 1 | < 0.1% |
| 1.214285714 | 1 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| 1.166666667 | 2 | < 0.1% |
| 1 | 326 | |
| 0.99 | 1 | < 0.1% |
| Distinct | 761 |
|---|---|
| Distinct (%) | 13.2% |
| Missing | 14246 |
| Missing (%) | 71.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.378449701 |
| Minimum | 6.78 |
|---|---|
| Maximum | 7.615 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 6.78 |
|---|---|
| 5-th percentile | 7.27 |
| Q1 | 7.34 |
| median | 7.38 |
| Q3 | 7.42 |
| 95-th percentile | 7.485 |
| Maximum | 7.615 |
| Range | 0.835 |
| Interquartile range (IQR) | 0.08 |
Descriptive statistics
| Standard deviation | 0.06838952578 |
|---|---|
| Coefficient of variation (CV) | 0.009268820491 |
| Kurtosis | 3.555423499 |
| Mean | 7.378449701 |
| Median Absolute Deviation (MAD) | 0.04 |
| Skewness | -0.6345560451 |
| Sum | 42455.59958 |
| Variance | 0.004677127236 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.38 | 261 | 1.3% |
| 7.4 | 205 | 1.0% |
| 7.37 | 199 | 1.0% |
| 7.41 | 196 | 1.0% |
| 7.42 | 194 | 1.0% |
| 7.36 | 191 | 1.0% |
| 7.34 | 184 | 0.9% |
| 7.35 | 180 | 0.9% |
| 7.39 | 163 | 0.8% |
| 7.32 | 156 | 0.8% |
| Other values (751) | 3825 | 19.1% |
| (Missing) | 14246 |
| Value | Count | Frequency (%) |
| 6.78 | 1 | |
| 6.81 | 1 | |
| 6.986666667 | 1 | |
| 7.003333333 | 1 | |
| 7.026666667 | 1 | |
| 7.034375 | 1 | |
| 7.046666667 | 1 | |
| 7.05875 | 1 | |
| 7.06 | 1 | |
| 7.06875 | 1 |
| Value | Count | Frequency (%) |
| 7.615 | 1 | < 0.1% |
| 7.61 | 1 | < 0.1% |
| 7.6 | 4 | |
| 7.59 | 3 | |
| 7.585 | 2 | |
| 7.583333333 | 1 | < 0.1% |
| 7.58 | 3 | |
| 7.575 | 1 | < 0.1% |
| 7.574 | 1 | < 0.1% |
| 7.57 | 3 |
| Distinct | 1324 |
|---|---|
| Distinct (%) | 22.9% |
| Missing | 14221 |
| Missing (%) | 71.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.36314483 |
| Minimum | 12 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 28.5 |
| Q1 | 35 |
| median | 39 |
| Q3 | 43.56666667 |
| 95-th percentile | 57 |
| Maximum | 100 |
| Range | 88 |
| Interquartile range (IQR) | 8.566666667 |
Descriptive statistics
| Standard deviation | 9.502627724 |
|---|---|
| Coefficient of variation (CV) | 0.2354283286 |
| Kurtosis | 6.261454088 |
| Mean | 40.36314483 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.836396002 |
| Sum | 233258.6139 |
| Variance | 90.29993367 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38 | 173 | 0.9% |
| 36 | 155 | 0.8% |
| 35 | 150 | 0.8% |
| 37 | 150 | 0.8% |
| 40 | 150 | 0.8% |
| 34 | 146 | 0.7% |
| 41 | 137 | 0.7% |
| 42 | 135 | 0.7% |
| 39 | 124 | 0.6% |
| 44 | 119 | 0.6% |
| Other values (1314) | 4340 | 21.7% |
| (Missing) | 14221 |
| Value | Count | Frequency (%) |
| 12 | 1 | < 0.1% |
| 15 | 3 | |
| 15.3 | 1 | < 0.1% |
| 15.5 | 1 | < 0.1% |
| 16 | 2 | |
| 16.7 | 1 | < 0.1% |
| 17 | 3 | |
| 18 | 4 | |
| 18.8 | 1 | < 0.1% |
| 19 | 4 |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 95.75 | 1 | |
| 95 | 1 | |
| 94.66666667 | 1 | |
| 93.4 | 1 | |
| 92.5 | 2 | |
| 92 | 1 | |
| 89.66666667 | 1 | |
| 89.2 | 1 | |
| 88.1 | 1 |
| Distinct | 1153 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 14875 |
| Missing (%) | 74.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.68643136 |
| Minimum | 50.3 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 50.3 |
|---|---|
| 5-th percentile | 91.9 |
| Q1 | 95.8 |
| median | 97.4 |
| Q3 | 98.6 |
| 95-th percentile | 99.5 |
| Maximum | 100 |
| Range | 49.7 |
| Interquartile range (IQR) | 2.8 |
Descriptive statistics
| Standard deviation | 3.121416242 |
|---|---|
| Coefficient of variation (CV) | 0.03228391201 |
| Kurtosis | 38.47620369 |
| Mean | 96.68643136 |
| Median Absolute Deviation (MAD) | 1.3 |
| Skewness | -4.428625065 |
| Sum | 495517.9607 |
| Variance | 9.743239358 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 88 | 0.4% |
| 98.8 | 86 | 0.4% |
| 99.2 | 80 | 0.4% |
| 98.6 | 80 | 0.4% |
| 98.2 | 73 | 0.4% |
| 99.1 | 72 | 0.4% |
| 98.7 | 72 | 0.4% |
| 99.4 | 70 | 0.4% |
| 97.8 | 69 | 0.3% |
| 98.4 | 68 | 0.3% |
| Other values (1143) | 4367 | 21.8% |
| (Missing) | 14875 |
| Value | Count | Frequency (%) |
| 50.3 | 1 | |
| 52.5 | 1 | |
| 58.8 | 1 | |
| 65.1 | 1 | |
| 65.6 | 1 | |
| 66.1 | 1 | |
| 68 | 1 | |
| 68.2 | 1 | |
| 68.25 | 1 | |
| 69.46666667 | 1 |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 99.9 | 30 | |
| 99.85 | 1 | < 0.1% |
| 99.83846154 | 1 | < 0.1% |
| 99.83333333 | 3 | < 0.1% |
| 99.8 | 2 | < 0.1% |
| 99.8 | 34 | |
| 99.775 | 1 | < 0.1% |
| 99.75 | 3 | < 0.1% |
| 99.73888889 | 1 | < 0.1% |
| Distinct | 1140 |
|---|---|
| Distinct (%) | 13.5% |
| Missing | 11536 |
| Missing (%) | 57.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.5666227 |
| Minimum | 5 |
|---|---|
| Maximum | 9264 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 19 |
| median | 28 |
| Q3 | 53 |
| 95-th percentile | 288.925 |
| Maximum | 9264 |
| Range | 9259 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 408.9595643 |
|---|---|
| Coefficient of variation (CV) | 3.987257781 |
| Kurtosis | 147.3602341 |
| Mean | 102.5666227 |
| Median Absolute Deviation (MAD) | 11.5 |
| Skewness | 10.87603604 |
| Sum | 868123.8943 |
| Variance | 167247.9253 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 263 | 1.3% |
| 19 | 262 | 1.3% |
| 17 | 254 | 1.3% |
| 21 | 245 | 1.2% |
| 20 | 241 | 1.2% |
| 16 | 228 | 1.1% |
| 22 | 219 | 1.1% |
| 24 | 214 | 1.1% |
| 15 | 213 | 1.1% |
| 23 | 197 | 1.0% |
| Other values (1130) | 6128 | |
| (Missing) | 11536 |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 5.5 | 1 | < 0.1% |
| 6 | 5 | < 0.1% |
| 6.5 | 2 | < 0.1% |
| 7 | 7 | < 0.1% |
| 8 | 15 | |
| 8.25 | 1 | < 0.1% |
| 8.5 | 6 | < 0.1% |
| 9 | 33 | |
| 9.5 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 9264 | 1 | |
| 7906 | 1 | |
| 6836 | 1 | |
| 6642.2 | 1 | |
| 6602.5 | 1 | |
| 6560 | 1 | |
| 6236 | 1 | |
| 6069.6 | 1 | |
| 5866.5 | 1 | |
| 5805.666667 | 1 |
| Distinct | 1122 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 1591 |
| Missing (%) | 8.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.43511645 |
| Minimum | 1 |
|---|---|
| Maximum | 192.8333333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 11 |
| median | 16 |
| Q3 | 25 |
| 95-th percentile | 57 |
| Maximum | 192.8333333 |
| Range | 191.8333333 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 17.55304021 |
|---|---|
| Coefficient of variation (CV) | 0.8188917588 |
| Kurtosis | 10.36440433 |
| Mean | 21.43511645 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.69803319 |
| Sum | 394599.0587 |
| Variance | 308.1092206 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 653 | 3.3% |
| 12 | 651 | 3.3% |
| 10 | 601 | 3.0% |
| 14 | 588 | 2.9% |
| 11 | 576 | 2.9% |
| 15 | 519 | 2.6% |
| 16 | 495 | 2.5% |
| 9 | 491 | 2.5% |
| 17 | 471 | 2.4% |
| 8 | 429 | 2.1% |
| Other values (1112) | 12935 | |
| (Missing) | 1591 | 8.0% |
| Value | Count | Frequency (%) |
| 1 | 6 | < 0.1% |
| 1.25 | 1 | < 0.1% |
| 1.5 | 5 | < 0.1% |
| 1.538461538 | 1 | < 0.1% |
| 1.583333333 | 2 | < 0.1% |
| 1.666666667 | 6 | < 0.1% |
| 1.75 | 1 | < 0.1% |
| 2 | 16 | |
| 2.125 | 1 | < 0.1% |
| 2.333333333 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 192.8333333 | 1 | |
| 181.6 | 1 | |
| 179.5 | 1 | |
| 178 | 1 | |
| 172 | 1 | |
| 170 | 1 | |
| 161 | 1 | |
| 152 | 1 | |
| 151.3333333 | 1 | |
| 147 | 1 |
| Distinct | 1036 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 11530 |
| Missing (%) | 57.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.37053948 |
| Minimum | 11 |
|---|---|
| Maximum | 1650 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 34.05 |
| Q1 | 52 |
| median | 69 |
| Q3 | 97 |
| 95-th percentile | 198 |
| Maximum | 1650 |
| Range | 1639 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 80.74393553 |
|---|---|
| Coefficient of variation (CV) | 0.9136974382 |
| Kurtosis | 74.15927109 |
| Mean | 88.37053948 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 6.637635128 |
| Sum | 748498.4694 |
| Variance | 6519.583125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 52 | 118 | 0.6% |
| 53 | 117 | 0.6% |
| 69 | 114 | 0.6% |
| 55 | 113 | 0.6% |
| 58 | 110 | 0.5% |
| 56 | 108 | 0.5% |
| 50 | 108 | 0.5% |
| 71 | 107 | 0.5% |
| 54 | 107 | 0.5% |
| 59 | 106 | 0.5% |
| Other values (1026) | 7362 | |
| (Missing) | 11530 |
| Value | Count | Frequency (%) |
| 11 | 2 | |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 2 | |
| 18 | 4 | |
| 18.33333333 | 1 | < 0.1% |
| 19 | 4 | |
| 19.33333333 | 1 | < 0.1% |
| 20 | 2 |
| Value | Count | Frequency (%) |
| 1650 | 2 | |
| 1303.5 | 1 | |
| 1214 | 1 | |
| 1129 | 1 | |
| 1072 | 1 | |
| 1051.5 | 1 | |
| 1003.25 | 1 | |
| 972 | 1 | |
| 959.5 | 1 | |
| 958 | 1 |
| Distinct | 3769 |
|---|---|
| Distinct (%) | 20.4% |
| Missing | 1550 |
| Missing (%) | 7.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.743981929 |
| Minimum | 1.063333333 |
|---|---|
| Maximum | 27.45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 1.063333333 |
|---|---|
| 5-th percentile | 4.035714286 |
| Q1 | 7.3 |
| median | 8.266666667 |
| Q3 | 8.766666667 |
| 95-th percentile | 9.4 |
| Maximum | 27.45 |
| Range | 26.38666667 |
| Interquartile range (IQR) | 1.466666667 |
Descriptive statistics
| Standard deviation | 1.77068401 |
|---|---|
| Coefficient of variation (CV) | 0.2286529109 |
| Kurtosis | 4.496435604 |
| Mean | 7.743981929 |
| Median Absolute Deviation (MAD) | 0.6166666667 |
| Skewness | -0.5413985796 |
| Sum | 142876.4666 |
| Variance | 3.135321863 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.5 | 647 | 3.2% |
| 8.3 | 549 | 2.7% |
| 8.6 | 542 | 2.7% |
| 8.4 | 513 | 2.6% |
| 8.8 | 501 | 2.5% |
| 8.7 | 497 | 2.5% |
| 8.2 | 479 | 2.4% |
| 8.9 | 445 | 2.2% |
| 8.1 | 441 | 2.2% |
| 9 | 433 | 2.2% |
| Other values (3759) | 13403 | |
| (Missing) | 1550 | 7.8% |
| Value | Count | Frequency (%) |
| 1.063333333 | 1 | < 0.1% |
| 1.07 | 1 | < 0.1% |
| 1.08 | 3 | |
| 1.085 | 1 | < 0.1% |
| 1.09 | 1 | < 0.1% |
| 1.1 | 2 | |
| 1.11 | 1 | < 0.1% |
| 1.12 | 1 | < 0.1% |
| 1.125 | 1 | < 0.1% |
| 1.13 | 3 |
| Value | Count | Frequency (%) |
| 27.45 | 1 | < 0.1% |
| 25.2 | 1 | < 0.1% |
| 23.7 | 1 | < 0.1% |
| 19.1 | 1 | < 0.1% |
| 18.8 | 2 | |
| 18.6 | 3 | |
| 18.3 | 1 | < 0.1% |
| 18.2 | 3 | |
| 18.1 | 1 | < 0.1% |
| 18 | 2 |
| Distinct | 321 |
|---|---|
| Distinct (%) | 19.9% |
| Missing | 18383 |
| Missing (%) | 91.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.9066444 |
| Minimum | 74 |
|---|---|
| Maximum | 124 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 74 |
|---|---|
| 5-th percentile | 97 |
| Q1 | 103.5 |
| median | 106.2857143 |
| Q3 | 109 |
| 95-th percentile | 113 |
| Maximum | 124 |
| Range | 50 |
| Interquartile range (IQR) | 5.5 |
Descriptive statistics
| Standard deviation | 5.04682118 |
|---|---|
| Coefficient of variation (CV) | 0.04765348961 |
| Kurtosis | 3.06717699 |
| Mean | 105.9066444 |
| Median Absolute Deviation (MAD) | 2.714285714 |
| Skewness | -0.8022249078 |
| Sum | 171251.0441 |
| Variance | 25.47040402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 107 | 100 | 0.5% |
| 108 | 98 | 0.5% |
| 106 | 96 | 0.5% |
| 105 | 94 | 0.5% |
| 109 | 80 | 0.4% |
| 103 | 78 | 0.4% |
| 104 | 73 | 0.4% |
| 110 | 59 | 0.3% |
| 102 | 51 | 0.3% |
| 111 | 34 | 0.2% |
| Other values (311) | 854 | 4.3% |
| (Missing) | 18383 |
| Value | Count | Frequency (%) |
| 74 | 1 | < 0.1% |
| 82 | 1 | < 0.1% |
| 82.5 | 1 | < 0.1% |
| 83.33333333 | 1 | < 0.1% |
| 85 | 1 | < 0.1% |
| 86 | 2 | |
| 88 | 4 | |
| 88.77777778 | 1 | < 0.1% |
| 89 | 3 | |
| 89.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 124 | 3 | |
| 123 | 2 | < 0.1% |
| 122 | 1 | < 0.1% |
| 121.6666667 | 1 | < 0.1% |
| 119 | 2 | < 0.1% |
| 118.6666667 | 1 | < 0.1% |
| 118.5 | 2 | < 0.1% |
| 118 | 5 | |
| 117.5 | 1 | < 0.1% |
| 117.2 | 1 | < 0.1% |
| Distinct | 3604 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 1588 |
| Missing (%) | 7.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.576464298 |
| Minimum | 0.2 |
|---|---|
| Maximum | 25.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.53 |
| Q1 | 0.735 |
| median | 0.94 |
| Q3 | 1.355 |
| 95-th percentile | 5.71 |
| Maximum | 25.33 |
| Range | 25.13 |
| Interquartile range (IQR) | 0.62 |
Descriptive statistics
| Standard deviation | 2.083636156 |
|---|---|
| Coefficient of variation (CV) | 1.321714775 |
| Kurtosis | 24.80467251 |
| Mean | 1.576464298 |
| Median Absolute Deviation (MAD) | 0.2566666667 |
| Skewness | 4.413790644 |
| Sum | 29025.86066 |
| Variance | 4.341539629 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.81 | 168 | 0.8% |
| 0.8 | 156 | 0.8% |
| 0.77 | 154 | 0.8% |
| 0.79 | 154 | 0.8% |
| 0.73 | 153 | 0.8% |
| 0.71 | 150 | 0.8% |
| 0.75 | 145 | 0.7% |
| 0.7 | 143 | 0.7% |
| 0.89 | 138 | 0.7% |
| 0.78 | 136 | 0.7% |
| Other values (3594) | 16915 | |
| (Missing) | 1588 | 7.9% |
| Value | Count | Frequency (%) |
| 0.2 | 1 | < 0.1% |
| 0.22 | 2 | < 0.1% |
| 0.235 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 0.27 | 1 | < 0.1% |
| 0.28 | 1 | < 0.1% |
| 0.285 | 1 | < 0.1% |
| 0.3 | 32 | |
| 0.305 | 1 | < 0.1% |
| 0.31 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 25.33 | 1 | |
| 25 | 1 | |
| 24.57 | 1 | |
| 23.83 | 1 | |
| 23.825 | 1 | |
| 23.495 | 1 | |
| 23.485 | 1 | |
| 23.435 | 1 | |
| 21.31 | 1 | |
| 21.18 | 1 |
| Distinct | 218 |
|---|---|
| Distinct (%) | 14.8% |
| Missing | 18529 |
| Missing (%) | 92.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7189215335 |
| Minimum | 0.01 |
|---|---|
| Maximum | 24.035 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.1 |
| median | 0.2 |
| Q3 | 0.43 |
| 95-th percentile | 2.5 |
| Maximum | 24.035 |
| Range | 24.025 |
| Interquartile range (IQR) | 0.33 |
Descriptive statistics
| Standard deviation | 2.022711854 |
|---|---|
| Coefficient of variation (CV) | 2.813536332 |
| Kurtosis | 59.1130836 |
| Mean | 0.7189215335 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 7.079414699 |
| Sum | 1057.533576 |
| Variance | 4.091363246 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 425 | 2.1% |
| 0.2 | 262 | 1.3% |
| 0.3 | 118 | 0.6% |
| 0.4 | 80 | 0.4% |
| 0.5 | 35 | 0.2% |
| 0.6 | 27 | 0.1% |
| 1 | 19 | 0.1% |
| 0.7 | 17 | 0.1% |
| 0.25 | 15 | 0.1% |
| 0.8 | 13 | 0.1% |
| Other values (208) | 460 | 2.3% |
| (Missing) | 18529 |
| Value | Count | Frequency (%) |
| 0.01 | 5 | |
| 0.02 | 4 | |
| 0.03 | 5 | |
| 0.04 | 4 | |
| 0.05 | 1 | < 0.1% |
| 0.05 | 4 | |
| 0.06 | 6 | |
| 0.06 | 1 | < 0.1% |
| 0.07 | 7 | |
| 0.08 | 4 |
| Value | Count | Frequency (%) |
| 24.035 | 1 | |
| 21.335 | 1 | |
| 20.57 | 1 | |
| 20 | 2 | |
| 19.815 | 1 | |
| 18.395 | 1 | |
| 17.95 | 1 | |
| 16.6 | 1 | |
| 15.6 | 1 | |
| 15.2 | 1 |
| Distinct | 7610 |
|---|---|
| Distinct (%) | 40.4% |
| Missing | 1173 |
| Missing (%) | 5.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 130.9364556 |
| Minimum | 44 |
|---|---|
| Maximum | 444.6666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 44 |
|---|---|
| 5-th percentile | 88.5 |
| Q1 | 106.6 |
| median | 124.2 |
| Q3 | 144.125 |
| 95-th percentile | 201.4143939 |
| Maximum | 444.6666667 |
| Range | 400.6666667 |
| Interquartile range (IQR) | 37.525 |
Descriptive statistics
| Standard deviation | 36.20263241 |
|---|---|
| Coefficient of variation (CV) | 0.2764900902 |
| Kurtosis | 5.310666208 |
| Mean | 130.9364556 |
| Median Absolute Deviation (MAD) | 18.55 |
| Skewness | 1.733113816 |
| Sum | 2465140.649 |
| Variance | 1310.630593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 109 | 0.5% |
| 95 | 101 | 0.5% |
| 101 | 94 | 0.5% |
| 102 | 92 | 0.5% |
| 106 | 86 | 0.4% |
| 96 | 85 | 0.4% |
| 104 | 84 | 0.4% |
| 118 | 83 | 0.4% |
| 92 | 83 | 0.4% |
| 94 | 82 | 0.4% |
| Other values (7600) | 17928 | |
| (Missing) | 1173 | 5.9% |
| Value | Count | Frequency (%) |
| 44 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 59.16666667 | 1 | < 0.1% |
| 61 | 1 | < 0.1% |
| 61.5 | 1 | < 0.1% |
| 62 | 2 | |
| 64 | 1 | < 0.1% |
| 65.60714286 | 1 | < 0.1% |
| 66 | 3 | |
| 67 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 444.6666667 | 1 | |
| 439.875 | 1 | |
| 425.1666667 | 1 | |
| 415.35 | 1 | |
| 412.40625 | 1 | |
| 401.5 | 1 | |
| 392 | 1 | |
| 389 | 1 | |
| 376.5 | 1 | |
| 365.3333333 | 1 |
| Distinct | 2042 |
|---|---|
| Distinct (%) | 42.9% |
| Missing | 15240 |
| Missing (%) | 76.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.274262809 |
| Minimum | 0.5 |
|---|---|
| Maximum | 21.04363636 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 0.85 |
| Q1 | 1.26 |
| median | 1.73 |
| Q3 | 2.621458333 |
| 95-th percentile | 5.416607143 |
| Maximum | 21.04363636 |
| Range | 20.54363636 |
| Interquartile range (IQR) | 1.361458333 |
Descriptive statistics
| Standard deviation | 1.818896201 |
|---|---|
| Coefficient of variation (CV) | 0.7997739724 |
| Kurtosis | 21.5552717 |
| Mean | 2.274262809 |
| Median Absolute Deviation (MAD) | 0.5766666667 |
| Skewness | 3.769069307 |
| Sum | 10825.49097 |
| Variance | 3.30838339 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.2 | 34 | 0.2% |
| 1.1 | 30 | 0.1% |
| 1.3 | 30 | 0.1% |
| 1.23 | 28 | 0.1% |
| 1.4 | 27 | 0.1% |
| 1 | 27 | 0.1% |
| 0.9 | 24 | 0.1% |
| 1.42 | 23 | 0.1% |
| 1.35 | 23 | 0.1% |
| 1.31 | 22 | 0.1% |
| Other values (2032) | 4492 | 22.5% |
| (Missing) | 15240 |
| Value | Count | Frequency (%) |
| 0.5 | 4 | |
| 0.54 | 1 | < 0.1% |
| 0.55 | 1 | < 0.1% |
| 0.56 | 2 | < 0.1% |
| 0.57 | 4 | |
| 0.59 | 1 | < 0.1% |
| 0.6 | 6 | |
| 0.61 | 1 | < 0.1% |
| 0.615 | 1 | < 0.1% |
| 0.62 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 21.04363636 | 1 | |
| 19.425 | 1 | |
| 19.12 | 1 | |
| 17.75 | 1 | |
| 17.42 | 1 | |
| 16.90266667 | 1 | |
| 16.73166667 | 1 | |
| 16.29333333 | 1 | |
| 15.94 | 1 | |
| 15.935 | 1 |
| Distinct | 516 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 3543 |
| Missing (%) | 17.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.024972919 |
| Minimum | 0.5 |
|---|---|
| Maximum | 8.042857143 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 1.6 |
| Q1 | 1.85 |
| median | 2 |
| Q3 | 2.166666667 |
| 95-th percentile | 2.5 |
| Maximum | 8.042857143 |
| Range | 7.542857143 |
| Interquartile range (IQR) | 0.3166666667 |
Descriptive statistics
| Standard deviation | 0.3178351334 |
|---|---|
| Coefficient of variation (CV) | 0.1569577205 |
| Kurtosis | 25.3527359 |
| Mean | 2.024972919 |
| Median Absolute Deviation (MAD) | 0.15 |
| Skewness | 2.493858888 |
| Sum | 33324.97932 |
| Variance | 0.101019172 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 1719 | 8.6% |
| 1.9 | 1412 | 7.1% |
| 2.1 | 1361 | 6.8% |
| 1.8 | 1126 | 5.6% |
| 2.2 | 848 | 4.2% |
| 1.7 | 721 | 3.6% |
| 2.3 | 569 | 2.8% |
| 2.05 | 532 | 2.7% |
| 1.85 | 425 | 2.1% |
| 1.95 | 418 | 2.1% |
| Other values (506) | 7326 | |
| (Missing) | 3543 |
| Value | Count | Frequency (%) |
| 0.5 | 1 | < 0.1% |
| 0.65 | 1 | < 0.1% |
| 0.9 | 2 | < 0.1% |
| 1 | 5 | < 0.1% |
| 1.05 | 1 | < 0.1% |
| 1.1 | 15 | |
| 1.15 | 2 | < 0.1% |
| 1.2 | 28 | |
| 1.2 | 1 | < 0.1% |
| 1.233333333 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8.042857143 | 1 | |
| 7.266666667 | 1 | |
| 6.35 | 1 | |
| 6.2 | 1 | |
| 6.033333333 | 1 | |
| 5.34 | 1 | |
| 5.3 | 1 | |
| 5.066666667 | 1 | |
| 5 | 1 | |
| 4.916666667 | 1 |
| Distinct | 823 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 8365 |
| Missing (%) | 41.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.519953026 |
| Minimum | 0.6 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0.6 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2.75 |
| median | 3.3 |
| Q3 | 4 |
| 95-th percentile | 5.85 |
| Maximum | 12 |
| Range | 11.4 |
| Interquartile range (IQR) | 1.25 |
Descriptive statistics
| Standard deviation | 1.240452874 |
|---|---|
| Coefficient of variation (CV) | 0.3524060876 |
| Kurtosis | 5.718643859 |
| Mean | 3.519953026 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 1.737128628 |
| Sum | 40954.65345 |
| Variance | 1.538723333 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 354 | 1.8% |
| 3.5 | 350 | 1.8% |
| 3.4 | 347 | 1.7% |
| 3.2 | 337 | 1.7% |
| 3.3 | 321 | 1.6% |
| 3.1 | 315 | 1.6% |
| 2.9 | 314 | 1.6% |
| 2.8 | 287 | 1.4% |
| 3.6 | 279 | 1.4% |
| 3.7 | 271 | 1.4% |
| Other values (813) | 8460 | |
| (Missing) | 8365 |
| Value | Count | Frequency (%) |
| 0.6 | 3 | < 0.1% |
| 0.65 | 1 | < 0.1% |
| 0.7 | 1 | < 0.1% |
| 0.8 | 7 | |
| 0.85 | 2 | < 0.1% |
| 0.88 | 1 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 1 | 13 | |
| 1.033333333 | 1 | < 0.1% |
| 1.1 | 6 |
| Value | Count | Frequency (%) |
| 12 | 6 | |
| 11.85 | 1 | < 0.1% |
| 11.8 | 1 | < 0.1% |
| 11.6 | 1 | < 0.1% |
| 11.5 | 1 | < 0.1% |
| 11.4 | 2 | < 0.1% |
| 11.3 | 1 | < 0.1% |
| 11.2 | 1 | < 0.1% |
| 11.13333333 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| Distinct | 2065 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 1434 |
| Missing (%) | 7.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.053526956 |
| Minimum | 1.825 |
|---|---|
| Maximum | 9.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 1.825 |
|---|---|
| 5-th percentile | 3.366666667 |
| Q1 | 3.75 |
| median | 4 |
| Q3 | 4.3 |
| 95-th percentile | 4.928961039 |
| Maximum | 9.8 |
| Range | 7.975 |
| Interquartile range (IQR) | 0.55 |
Descriptive statistics
| Standard deviation | 0.5033147111 |
|---|---|
| Coefficient of variation (CV) | 0.124167106 |
| Kurtosis | 7.23620474 |
| Mean | 4.053526956 |
| Median Absolute Deviation (MAD) | 0.2872115385 |
| Skewness | 1.397132282 |
| Sum | 75257.78146 |
| Variance | 0.2533256984 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 966 | 4.8% |
| 3.9 | 857 | 4.3% |
| 3.8 | 768 | 3.8% |
| 4.1 | 765 | 3.8% |
| 3.7 | 645 | 3.2% |
| 4.2 | 562 | 2.8% |
| 3.6 | 542 | 2.7% |
| 4.3 | 474 | 2.4% |
| 3.5 | 436 | 2.2% |
| 4.4 | 383 | 1.9% |
| Other values (2055) | 12168 | |
| (Missing) | 1434 | 7.2% |
| Value | Count | Frequency (%) |
| 1.825 | 1 | < 0.1% |
| 2.3 | 3 | |
| 2.325 | 1 | < 0.1% |
| 2.4 | 1 | < 0.1% |
| 2.48 | 1 | < 0.1% |
| 2.5 | 2 | |
| 2.533333333 | 1 | < 0.1% |
| 2.55 | 3 | |
| 2.566666667 | 1 | < 0.1% |
| 2.6 | 3 |
| Value | Count | Frequency (%) |
| 9.8 | 1 | < 0.1% |
| 9.4 | 2 | |
| 9.2 | 2 | |
| 8.475 | 1 | < 0.1% |
| 8.2 | 1 | < 0.1% |
| 7.9 | 1 | < 0.1% |
| 7.8 | 1 | < 0.1% |
| 7.6 | 3 | |
| 7.595 | 1 | < 0.1% |
| 7.4 | 1 | < 0.1% |
| Distinct | 556 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 11522 |
| Missing (%) | 57.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.254390975 |
| Minimum | 0.1 |
|---|---|
| Maximum | 49.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.5 |
| median | 0.8 |
| Q3 | 1.2 |
| 95-th percentile | 3.121964286 |
| Maximum | 49.2 |
| Range | 49.1 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 2.316173178 |
|---|---|
| Coefficient of variation (CV) | 1.846452361 |
| Kurtosis | 121.4421744 |
| Mean | 1.254390975 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 9.514188877 |
| Sum | 10634.72669 |
| Variance | 5.364658191 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6 | 739 | 3.7% |
| 0.5 | 734 | 3.7% |
| 0.7 | 688 | 3.4% |
| 0.4 | 653 | 3.3% |
| 0.8 | 561 | 2.8% |
| 0.9 | 470 | 2.4% |
| 1 | 379 | 1.9% |
| 0.3 | 359 | 1.8% |
| 1.1 | 281 | 1.4% |
| 1.2 | 219 | 1.1% |
| Other values (546) | 3395 | 17.0% |
| (Missing) | 11522 |
| Value | Count | Frequency (%) |
| 0.1 | 30 | 0.1% |
| 0.1333333333 | 1 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.15 | 2 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.2 | 150 | |
| 0.2333333333 | 1 | < 0.1% |
| 0.25 | 19 | 0.1% |
| 0.2666666667 | 2 | < 0.1% |
| 0.275 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 49.2 | 1 | |
| 45.43333333 | 1 | |
| 41.6 | 1 | |
| 39.24 | 1 | |
| 36.85 | 1 | |
| 35.5 | 1 | |
| 35.4 | 1 | |
| 34.65 | 1 | |
| 30.925 | 1 | |
| 29.4 | 1 |
| Distinct | 1916 |
|---|---|
| Distinct (%) | 29.2% |
| Missing | 13436 |
| Missing (%) | 67.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.111238634 |
| Minimum | 0.01 |
|---|---|
| Maximum | 409.6833333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.03 |
| median | 0.08 |
| Q3 | 0.8 |
| 95-th percentile | 31.83739286 |
| Maximum | 409.6833333 |
| Range | 409.6733333 |
| Interquartile range (IQR) | 0.77 |
Descriptive statistics
| Standard deviation | 19.08923165 |
|---|---|
| Coefficient of variation (CV) | 3.734756488 |
| Kurtosis | 77.5875291 |
| Mean | 5.111238634 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | 7.324340532 |
| Sum | 33550.17039 |
| Variance | 364.3987648 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 1209 | 6.0% |
| 0.03 | 775 | 3.9% |
| 0.02 | 275 | 1.4% |
| 0.04 | 237 | 1.2% |
| 0.05 | 135 | 0.7% |
| 0.07 | 113 | 0.6% |
| 0.06 | 113 | 0.6% |
| 0.08 | 78 | 0.4% |
| 0.09 | 74 | 0.4% |
| 0.1 | 56 | 0.3% |
| Other values (1906) | 3499 | 17.5% |
| (Missing) | 13436 |
| Value | Count | Frequency (%) |
| 0.01 | 1209 | |
| 0.01142857143 | 1 | < 0.1% |
| 0.012 | 4 | < 0.1% |
| 0.0125 | 1 | < 0.1% |
| 0.01333333333 | 15 | 0.1% |
| 0.014 | 2 | < 0.1% |
| 0.015 | 54 | 0.3% |
| 0.01666666667 | 9 | < 0.1% |
| 0.01714285714 | 1 | < 0.1% |
| 0.0175 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 409.6833333 | 1 | < 0.1% |
| 298.83 | 1 | < 0.1% |
| 219.285 | 1 | < 0.1% |
| 200 | 5 | |
| 187.8533333 | 1 | < 0.1% |
| 187.8525 | 1 | < 0.1% |
| 183.5 | 1 | < 0.1% |
| 181.6633333 | 1 | < 0.1% |
| 180.08 | 1 | < 0.1% |
| 177.6325 | 1 | < 0.1% |
| Distinct | 2935 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 1953 |
| Missing (%) | 9.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.49811369 |
| Minimum | 9.3 |
|---|---|
| Maximum | 65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 9.3 |
|---|---|
| 5-th percentile | 23.13333333 |
| Q1 | 27.63333333 |
| median | 32.3 |
| Q3 | 36.95 |
| 95-th percentile | 42.9 |
| Maximum | 65 |
| Range | 55.7 |
| Interquartile range (IQR) | 9.316666667 |
Descriptive statistics
| Standard deviation | 6.18521518 |
|---|---|
| Coefficient of variation (CV) | 0.1903253598 |
| Kurtosis | -0.2909080435 |
| Mean | 32.49811369 |
| Median Absolute Deviation (MAD) | 4.65 |
| Skewness | 0.2744730185 |
| Sum | 586493.4577 |
| Variance | 38.25688683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33.5 | 82 | 0.4% |
| 34 | 78 | 0.4% |
| 35.5 | 72 | 0.4% |
| 35 | 70 | 0.4% |
| 29.5 | 70 | 0.4% |
| 33.3 | 69 | 0.3% |
| 34.6 | 68 | 0.3% |
| 37 | 67 | 0.3% |
| 33 | 66 | 0.3% |
| 34.2 | 66 | 0.3% |
| Other values (2925) | 17339 | |
| (Missing) | 1953 | 9.8% |
| Value | Count | Frequency (%) |
| 9.3 | 1 | |
| 12.6 | 1 | |
| 13.3 | 1 | |
| 13.55 | 1 | |
| 14.6 | 1 | |
| 15.5 | 1 | |
| 16 | 1 | |
| 16.7 | 1 | |
| 16.93333333 | 1 | |
| 17.25 | 1 |
| Value | Count | Frequency (%) |
| 65 | 1 | |
| 64.2 | 1 | |
| 64.1 | 1 | |
| 59.85 | 1 | |
| 59.8 | 1 | |
| 58.15 | 1 | |
| 57.16666667 | 1 | |
| 56.3 | 1 | |
| 55.725 | 1 | |
| 55.6 | 1 |
| Distinct | 1676 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 1941 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.67069996 |
| Minimum | 2.6 |
|---|---|
| Maximum | 26.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 2.6 |
|---|---|
| 5-th percentile | 7.55 |
| Q1 | 8.981666667 |
| median | 10.5 |
| Q3 | 12.2 |
| 95-th percentile | 14.4 |
| Maximum | 26.6 |
| Range | 24 |
| Interquartile range (IQR) | 3.218333333 |
Descriptive statistics
| Standard deviation | 2.145317107 |
|---|---|
| Coefficient of variation (CV) | 0.2010474585 |
| Kurtosis | 0.3100678804 |
| Mean | 10.67069996 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 0.4759499628 |
| Sum | 192702.1706 |
| Variance | 4.602385491 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.3 | 199 | 1.0% |
| 10.5 | 189 | 0.9% |
| 11.2 | 182 | 0.9% |
| 11 | 181 | 0.9% |
| 10.6 | 173 | 0.9% |
| 9.5 | 172 | 0.9% |
| 11.8 | 171 | 0.9% |
| 11.7 | 169 | 0.8% |
| 11.5 | 165 | 0.8% |
| 10.9 | 165 | 0.8% |
| Other values (1666) | 16293 | |
| (Missing) | 1941 | 9.7% |
| Value | Count | Frequency (%) |
| 2.6 | 1 | |
| 4 | 1 | |
| 4.3 | 1 | |
| 4.5 | 1 | |
| 4.8 | 1 | |
| 4.9 | 1 | |
| 5 | 1 | |
| 5.1 | 1 | |
| 5.133333333 | 1 | |
| 5.233333333 | 1 |
| Value | Count | Frequency (%) |
| 26.6 | 1 | |
| 24.8 | 2 | |
| 23.8 | 1 | |
| 23.5 | 1 | |
| 22.5 | 1 | |
| 21.6 | 1 | |
| 21.2 | 1 | |
| 21 | 1 | |
| 20.6 | 1 | |
| 20.55 | 1 |
| Distinct | 1291 |
|---|---|
| Distinct (%) | 29.4% |
| Missing | 15602 |
| Missing (%) | 78.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.51081585 |
| Minimum | 20 |
|---|---|
| Maximum | 250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 28.1 |
| median | 31.56071429 |
| Q3 | 38.2 |
| 95-th percentile | 84.2 |
| Maximum | 250 |
| Range | 230 |
| Interquartile range (IQR) | 10.1 |
Descriptive statistics
| Standard deviation | 26.94099795 |
|---|---|
| Coefficient of variation (CV) | 0.6818638737 |
| Kurtosis | 24.01269074 |
| Mean | 39.51081585 |
| Median Absolute Deviation (MAD) | 4.260714286 |
| Skewness | 4.399903085 |
| Sum | 173768.5681 |
| Variance | 725.8173705 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28 | 37 | 0.2% |
| 30.7 | 35 | 0.2% |
| 27.3 | 35 | 0.2% |
| 28.6 | 34 | 0.2% |
| 28.9 | 34 | 0.2% |
| 28.7 | 33 | 0.2% |
| 29.5 | 33 | 0.2% |
| 28.5 | 33 | 0.2% |
| 30.4 | 32 | 0.2% |
| 28.8 | 31 | 0.2% |
| Other values (1281) | 4061 | 20.3% |
| (Missing) | 15602 |
| Value | Count | Frequency (%) |
| 20 | 21 | |
| 20.1 | 3 | < 0.1% |
| 20.3 | 1 | < 0.1% |
| 20.4 | 3 | < 0.1% |
| 20.5 | 2 | < 0.1% |
| 20.6 | 2 | < 0.1% |
| 20.7 | 1 | < 0.1% |
| 20.8 | 4 | < 0.1% |
| 20.9 | 5 | < 0.1% |
| 21 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 250 | 3 | < 0.1% |
| 249.9 | 4 | < 0.1% |
| 249 | 12 | |
| 237.5 | 1 | < 0.1% |
| 234.35 | 1 | < 0.1% |
| 212.7166667 | 1 | < 0.1% |
| 212.3 | 1 | < 0.1% |
| 206 | 1 | < 0.1% |
| 204.9 | 1 | < 0.1% |
| 203.4125 | 1 | < 0.1% |
| Distinct | 2359 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 2000 |
| Missing (%) | 10.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.31449188 |
| Minimum | 0.1 |
|---|---|
| Maximum | 328.3666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 4.4 |
| Q1 | 7.05 |
| median | 9.45 |
| Q3 | 12.35 |
| 95-th percentile | 18.5 |
| Maximum | 328.3666667 |
| Range | 328.2666667 |
| Interquartile range (IQR) | 5.3 |
Descriptive statistics
| Standard deviation | 6.47318033 |
|---|---|
| Coefficient of variation (CV) | 0.6275811167 |
| Kurtosis | 495.4497009 |
| Mean | 10.31449188 |
| Median Absolute Deviation (MAD) | 2.616666667 |
| Skewness | 14.65031786 |
| Sum | 185660.8538 |
| Variance | 41.90206358 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.8 | 135 | 0.7% |
| 7.4 | 124 | 0.6% |
| 7 | 120 | 0.6% |
| 7.5 | 118 | 0.6% |
| 8.2 | 117 | 0.6% |
| 7.6 | 117 | 0.6% |
| 9.4 | 116 | 0.6% |
| 7.2 | 116 | 0.6% |
| 8 | 116 | 0.6% |
| 8.6 | 116 | 0.6% |
| Other values (2349) | 16805 | |
| (Missing) | 2000 | 10.0% |
| Value | Count | Frequency (%) |
| 0.1 | 6 | |
| 0.1 | 3 | |
| 0.1666666667 | 1 | < 0.1% |
| 0.2 | 2 | < 0.1% |
| 0.3 | 3 | |
| 0.3 | 1 | < 0.1% |
| 0.4 | 5 | |
| 0.4333333333 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 328.3666667 | 1 | |
| 200.8 | 1 | |
| 186.125 | 1 | |
| 168.12 | 1 | |
| 163.56 | 1 | |
| 152.9 | 1 | |
| 144.9 | 1 | |
| 142.2 | 1 | |
| 136.9 | 1 | |
| 131.0333333 | 1 |
| Distinct | 955 |
|---|---|
| Distinct (%) | 49.0% |
| Missing | 18052 |
| Missing (%) | 90.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 294.67792 |
| Minimum | 35 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 136.21 |
| Q1 | 202 |
| median | 260.1666667 |
| Q3 | 349.625 |
| 95-th percentile | 583.65 |
| Maximum | 1000 |
| Range | 965 |
| Interquartile range (IQR) | 147.625 |
Descriptive statistics
| Standard deviation | 142.6140188 |
|---|---|
| Coefficient of variation (CV) | 0.483965744 |
| Kurtosis | 3.77128363 |
| Mean | 294.67792 |
| Median Absolute Deviation (MAD) | 68.44047619 |
| Skewness | 1.660304846 |
| Sum | 574032.5881 |
| Variance | 20338.75835 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 217 | 18 | 0.1% |
| 230 | 12 | 0.1% |
| 200 | 12 | 0.1% |
| 203 | 11 | 0.1% |
| 219 | 10 | 0.1% |
| 208 | 10 | 0.1% |
| 215 | 10 | 0.1% |
| 232 | 10 | 0.1% |
| 284 | 9 | < 0.1% |
| 234 | 9 | < 0.1% |
| Other values (945) | 1837 | 9.2% |
| (Missing) | 18052 |
| Value | Count | Frequency (%) |
| 35 | 1 | |
| 55.5 | 1 | |
| 56.5 | 1 | |
| 59.5 | 1 | |
| 61 | 1 | |
| 64 | 1 | |
| 65 | 1 | |
| 67.33333333 | 1 | |
| 70 | 1 | |
| 71 | 1 |
| Value | Count | Frequency (%) |
| 1000 | 6 | |
| 954 | 1 | < 0.1% |
| 945 | 1 | < 0.1% |
| 919 | 1 | < 0.1% |
| 912 | 1 | < 0.1% |
| 888 | 1 | < 0.1% |
| 882 | 1 | < 0.1% |
| 878 | 1 | < 0.1% |
| 871.8333333 | 1 | < 0.1% |
| 867 | 1 | < 0.1% |
| Distinct | 2817 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 1992 |
| Missing (%) | 10.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 201.0262893 |
| Minimum | 4 |
|---|---|
| Maximum | 2322 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 78.84791667 |
| Q1 | 139.5 |
| median | 189 |
| Q3 | 248 |
| 95-th percentile | 360.5 |
| Maximum | 2322 |
| Range | 2318 |
| Interquartile range (IQR) | 108.5 |
Descriptive statistics
| Standard deviation | 92.86094032 |
|---|---|
| Coefficient of variation (CV) | 0.4619343105 |
| Kurtosis | 19.09495413 |
| Mean | 201.0262893 |
| Median Absolute Deviation (MAD) | 54 |
| Skewness | 1.932377351 |
| Sum | 3620081.417 |
| Variance | 8623.154238 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 206 | 77 | 0.4% |
| 182 | 74 | 0.4% |
| 158 | 71 | 0.4% |
| 186 | 70 | 0.4% |
| 162 | 68 | 0.3% |
| 167 | 67 | 0.3% |
| 168 | 67 | 0.3% |
| 200 | 66 | 0.3% |
| 173 | 66 | 0.3% |
| 165 | 66 | 0.3% |
| Other values (2807) | 17316 | |
| (Missing) | 1992 | 10.0% |
| Value | Count | Frequency (%) |
| 4 | 2 | |
| 4.5 | 2 | |
| 5 | 3 | |
| 7 | 2 | |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 3 | |
| 11.33333333 | 1 | < 0.1% |
| 11.5 | 1 | < 0.1% |
| 11.75 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2322 | 1 | |
| 1022.666667 | 1 | |
| 893.5 | 1 | |
| 876.6666667 | 1 | |
| 876.25 | 1 | |
| 848.6666667 | 1 | |
| 838 | 2 | |
| 831 | 1 | |
| 829 | 1 | |
| 822 | 1 |
Age
Real number (ℝ≥0)
| Distinct | 77 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.6488 |
| Minimum | 14 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 50 |
| median | 62 |
| Q3 | 72 |
| 95-th percentile | 85 |
| Maximum | 100 |
| Range | 86 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 16.67181022 |
|---|---|
| Coefficient of variation (CV) | 0.2748910155 |
| Kurtosis | -0.1562598942 |
| Mean | 60.6488 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.2649819802 |
| Sum | 1212976 |
| Variance | 277.949256 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67 | 572 | 2.9% |
| 68 | 539 | 2.7% |
| 66 | 512 | 2.6% |
| 65 | 510 | 2.5% |
| 61 | 498 | 2.5% |
| 69 | 495 | 2.5% |
| 71 | 481 | 2.4% |
| 62 | 477 | 2.4% |
| 63 | 470 | 2.4% |
| 70 | 467 | 2.3% |
| Other values (67) | 14979 |
| Value | Count | Frequency (%) |
| 14 | 2 | < 0.1% |
| 15 | 2 | < 0.1% |
| 16 | 5 | < 0.1% |
| 17 | 13 | 0.1% |
| 18 | 32 | 0.2% |
| 19 | 54 | |
| 20 | 65 | |
| 21 | 99 | |
| 22 | 59 | |
| 23 | 77 |
| Value | Count | Frequency (%) |
| 100 | 392 | |
| 89 | 111 | 0.6% |
| 88 | 138 | 0.7% |
| 87 | 145 | 0.7% |
| 86 | 187 | |
| 85 | 187 | |
| 84 | 206 | |
| 83 | 247 | |
| 82 | 242 | |
| 81 | 224 |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 60000 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 10732 | |
| 0.0 | 9268 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 10732 | |
| 0.0 | 9268 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29268 | |
| . | 20000 | |
| 1 | 10732 | 17.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40000 | |
| Other Punctuation | 20000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 29268 | |
| 1 | 10732 | 26.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 60000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 29268 | |
| . | 20000 | |
| 1 | 10732 | 17.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 29268 | |
| . | 20000 | |
| 1 | 10732 | 17.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6095 |
| Missing (%) | 30.5% |
| Memory size | 156.4 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 41715 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 6982 | |
| 1.0 | 6923 | |
| (Missing) | 6095 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 6982 | |
| 1.0 | 6923 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 20887 | |
| . | 13905 | |
| 1 | 6923 | 16.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 27810 | |
| Other Punctuation | 13905 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 20887 | |
| 1 | 6923 | 24.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 13905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 41715 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 20887 | |
| . | 13905 | |
| 1 | 6923 | 16.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41715 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 20887 | |
| . | 13905 | |
| 1 | 6923 | 16.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6095 |
| Missing (%) | 30.5% |
| Memory size | 156.4 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 41715 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 6982 | |
| 0.0 | 6923 | |
| (Missing) | 6095 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 6982 | |
| 0.0 | 6923 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 20828 | |
| . | 13905 | |
| 1 | 6982 | 16.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 27810 | |
| Other Punctuation | 13905 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 20828 | |
| 1 | 6982 | 25.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 13905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 41715 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 20828 | |
| . | 13905 | |
| 1 | 6982 | 16.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41715 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 20828 | |
| . | 13905 | |
| 1 | 6982 | 16.7% |
| Distinct | 8890 |
|---|---|
| Distinct (%) | 44.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -55.072586 |
| Minimum | -5366.86 |
|---|---|
| Maximum | 0 |
| Zeros | 1145 |
| Zeros (%) | 5.7% |
| Negative | 18855 |
| Negative (%) | 94.3% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | -5366.86 |
|---|---|
| 5-th percentile | -244.829 |
| Q1 | -52.3525 |
| median | -8.57 |
| Q3 | -3.38 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 5366.86 |
| Interquartile range (IQR) | 48.9725 |
Descriptive statistics
| Standard deviation | 135.5956936 |
|---|---|
| Coefficient of variation (CV) | -2.462126867 |
| Kurtosis | 241.4449376 |
| Mean | -55.072586 |
| Median Absolute Deviation (MAD) | 8.52 |
| Skewness | -10.8324003 |
| Sum | -1101451.72 |
| Variance | 18386.19213 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1145 | 5.7% |
| -0.02 | 238 | 1.2% |
| -0.01 | 170 | 0.9% |
| -0.03 | 134 | 0.7% |
| -0.04 | 125 | 0.6% |
| -0.05 | 104 | 0.5% |
| -0.07 | 94 | 0.5% |
| -0.06 | 78 | 0.4% |
| -0.09 | 70 | 0.4% |
| -0.08 | 55 | 0.3% |
| Other values (8880) | 17787 |
| Value | Count | Frequency (%) |
| -5366.86 | 1 | |
| -3397.64 | 1 | |
| -3342.34 | 1 | |
| -3189.39 | 1 | |
| -3112.12 | 1 | |
| -2929.37 | 1 | |
| -2842.11 | 1 | |
| -2667.34 | 1 | |
| -2384.78 | 1 | |
| -2382.34 | 1 |
| Value | Count | Frequency (%) |
| 0 | 1145 | |
| -0.01 | 6 | < 0.1% |
| -0.01 | 170 | 0.9% |
| -0.01 | 3 | < 0.1% |
| -0.02 | 6 | < 0.1% |
| -0.02 | 238 | 1.2% |
| -0.02 | 6 | < 0.1% |
| -0.03 | 37 | 0.2% |
| -0.03 | 134 | 0.7% |
| -0.03 | 26 | 0.1% |
| Distinct | 229 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.683325 |
| Minimum | 4.5 |
|---|---|
| Maximum | 170 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 4.5 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 12 |
| median | 20 |
| Q3 | 24 |
| 95-th percentile | 29.5 |
| Maximum | 170 |
| Range | 165.5 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 11.64465905 |
|---|---|
| Coefficient of variation (CV) | 0.5916002021 |
| Kurtosis | 44.00773376 |
| Mean | 19.683325 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 4.964837969 |
| Sum | 393666.5 |
| Variance | 135.5980843 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 682 | 3.4% |
| 19.5 | 663 | 3.3% |
| 20.5 | 652 | 3.3% |
| 18.5 | 643 | 3.2% |
| 21 | 643 | 3.2% |
| 22 | 608 | 3.0% |
| 21.5 | 594 | 3.0% |
| 19 | 575 | 2.9% |
| 22.5 | 570 | 2.9% |
| 11 | 558 | 2.8% |
| Other values (219) | 13812 |
| Value | Count | Frequency (%) |
| 4.5 | 193 | |
| 5 | 102 | 0.5% |
| 5.5 | 115 | 0.6% |
| 6 | 105 | 0.5% |
| 6.5 | 145 | 0.7% |
| 7 | 176 | |
| 7.5 | 202 | |
| 8 | 294 | |
| 8.5 | 325 | |
| 9 | 375 |
| Value | Count | Frequency (%) |
| 170 | 1 | < 0.1% |
| 169 | 1 | < 0.1% |
| 168.5 | 5 | |
| 168 | 1 | < 0.1% |
| 167.5 | 1 | < 0.1% |
| 164 | 1 | < 0.1% |
| 163.5 | 1 | < 0.1% |
| 160.5 | 1 | < 0.1% |
| 159.5 | 1 | < 0.1% |
| 156.5 | 2 | < 0.1% |
| Distinct | 295 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02389112032 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 18858 |
| Zeros (%) | 94.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.07438016529 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1289478231 |
|---|---|
| Coefficient of variation (CV) | 5.397311693 |
| Kurtosis | 42.14090161 |
| Mean | 0.02389112032 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.400592311 |
| Sum | 477.8224064 |
| Variance | 0.01662754107 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18858 | |
| 1 | 223 | 1.1% |
| 0.9090909091 | 26 | 0.1% |
| 0.8333333333 | 19 | 0.1% |
| 0.6666666667 | 19 | 0.1% |
| 0.4545454545 | 16 | 0.1% |
| 0.7692307692 | 14 | 0.1% |
| 0.4761904762 | 14 | 0.1% |
| 0.2272727273 | 13 | 0.1% |
| 0.625 | 13 | 0.1% |
| Other values (285) | 785 | 3.9% |
| Value | Count | Frequency (%) |
| 0 | 18858 | |
| 0.005988023952 | 1 | < 0.1% |
| 0.006329113924 | 1 | < 0.1% |
| 0.01162790698 | 1 | < 0.1% |
| 0.01379310345 | 1 | < 0.1% |
| 0.01785714286 | 1 | < 0.1% |
| 0.0221402214 | 1 | < 0.1% |
| 0.02222222222 | 1 | < 0.1% |
| 0.02686567164 | 1 | < 0.1% |
| 0.02884615385 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 223 | |
| 0.9090909091 | 26 | 0.1% |
| 0.9 | 3 | < 0.1% |
| 0.8333333333 | 19 | 0.1% |
| 0.8181818182 | 2 | < 0.1% |
| 0.7692307692 | 14 | 0.1% |
| 0.75 | 1 | < 0.1% |
| 0.7142857143 | 13 | 0.1% |
| 0.6923076923 | 3 | < 0.1% |
| 0.6666666667 | 19 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1142 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 60000 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 18858 | |
| 1.0 | 1142 | 5.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 18858 | |
| 1.0 | 1142 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 38858 | |
| . | 20000 | |
| 1 | 1142 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40000 | |
| Other Punctuation | 20000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 38858 | |
| 1 | 1142 | 2.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 60000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 38858 | |
| . | 20000 | |
| 1 | 1142 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 38858 | |
| . | 20000 | |
| 1 | 1142 | 1.9% |
| Distinct | 230 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.09975 |
| Minimum | 8 |
|---|---|
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 23 |
| median | 38 |
| Q3 | 47 |
| 95-th percentile | 58 |
| Maximum | 336 |
| Range | 328 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 23.27525267 |
|---|---|
| Coefficient of variation (CV) | 0.6109030287 |
| Kurtosis | 44.03440685 |
| Mean | 38.09975 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 4.965291886 |
| Sum | 761995 |
| Variance | 541.7373868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39 | 697 | 3.5% |
| 38 | 667 | 3.3% |
| 36 | 664 | 3.3% |
| 40 | 651 | 3.3% |
| 41 | 639 | 3.2% |
| 43 | 610 | 3.0% |
| 42 | 596 | 3.0% |
| 37 | 591 | 3.0% |
| 21 | 564 | 2.8% |
| 44 | 563 | 2.8% |
| Other values (220) | 13758 |
| Value | Count | Frequency (%) |
| 8 | 204 | |
| 9 | 114 | 0.6% |
| 10 | 126 | 0.6% |
| 11 | 120 | 0.6% |
| 12 | 164 | |
| 13 | 205 | |
| 14 | 218 | |
| 15 | 305 | |
| 16 | 327 | |
| 17 | 373 |
| Value | Count | Frequency (%) |
| 336 | 5 | |
| 335 | 2 | < 0.1% |
| 334 | 1 | < 0.1% |
| 333 | 1 | < 0.1% |
| 327 | 1 | < 0.1% |
| 326 | 1 | < 0.1% |
| 320 | 1 | < 0.1% |
| 318 | 1 | < 0.1% |
| 312 | 2 | < 0.1% |
| 310 | 2 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 100001 | 98.613636 | 95.340909 | 36.760000 | 112.772727 | 83.113636 | 64.272727 | 19.477273 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 30.000000 | NaN | 7.800000 | NaN | 1.500000 | NaN | 149.000000 | NaN | 2.050000 | NaN | 3.950000 | NaN | NaN | 35.30 | 11.30 | NaN | 10.800000 | NaN | 170.000000 | 73.0 | 1.0 | 1.0 | 0.0 | -214.64 | 12.5 | 0.0 | 0.0 | 24.0 |
| 1 | 100002 | 64.282609 | 97.869565 | 37.330435 | 126.978261 | 80.260870 | 59.500000 | 21.826087 | 37.166667 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 17.000000 | NaN | 8.200000 | NaN | 0.840000 | NaN | 130.916667 | NaN | 2.250000 | 2.700 | 4.566667 | NaN | 3.700000 | 31.40 | 11.10 | NaN | 13.200000 | NaN | 85.000000 | 83.0 | 1.0 | 0.0 | 1.0 | -123.17 | 13.0 | 0.0 | 0.0 | 25.0 |
| 2 | 100003 | 114.833333 | 94.125000 | 37.075000 | 130.742857 | 94.750000 | 82.542857 | 25.093750 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5597.0 | 30.333333 | 337.0 | 8.133333 | NaN | 1.663333 | 3.35 | 125.375000 | NaN | 2.166667 | 4.300 | 4.800000 | 4.25 | 0.556667 | 33.35 | 11.10 | NaN | 14.050000 | NaN | 297.500000 | 48.0 | 1.0 | NaN | NaN | -2.83 | 22.0 | 0.0 | 0.0 | 43.0 |
| 3 | 100004 | 91.429825 | 99.892857 | 37.600000 | 134.309091 | 85.272727 | 69.145455 | 11.960000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 67.0 | 1.0 | 1.0 | 0.0 | -1.93 | 30.0 | 0.0 | 0.0 | 59.0 |
| 4 | 100005 | 73.818182 | 96.568182 | 36.673684 | 135.383721 | 75.158537 | 57.162791 | 25.261905 | NaN | NaN | NaN | 0.4 | 7.535 | 23.9 | 94.05 | 40.0 | 54.800000 | 231.0 | 6.557143 | NaN | 1.200000 | NaN | 142.454545 | 2.775 | 1.950000 | 4.500 | 5.142857 | 0.60 | 0.032500 | 24.58 | 8.16 | 30.566667 | 14.566667 | NaN | 375.666667 | 50.0 | 1.0 | 1.0 | 0.0 | -3.27 | 26.5 | 0.0 | 0.0 | 52.0 |
| 5 | 100006 | 71.111111 | 94.833333 | 36.531250 | 143.277778 | 94.600000 | 72.481481 | 17.018519 | NaN | NaN | 23.8 | NaN | NaN | 39.5 | 98.65 | 38.0 | 15.666667 | 51.0 | 8.500000 | NaN | 0.740000 | NaN | 231.375000 | NaN | 2.050000 | 5.100 | 4.360000 | 1.10 | NaN | 46.90 | 15.78 | 24.200000 | 8.066667 | NaN | 152.333333 | 50.0 | 1.0 | NaN | NaN | 0.00 | 29.0 | 0.0 | 0.0 | 47.0 |
| 6 | 100007 | 89.305556 | 97.500000 | 37.155556 | 145.847222 | 94.444444 | 73.500000 | 17.882353 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 34.0 | 15.500000 | 112.0 | 8.450000 | NaN | 0.405000 | 0.10 | 131.333333 | NaN | 1.700000 | 4.000 | 3.900000 | 0.50 | NaN | 25.98 | 8.14 | 26.600000 | 7.000000 | NaN | 403.000000 | 42.0 | 1.0 | NaN | NaN | -1145.97 | 19.0 | 0.0 | 0.0 | 37.0 |
| 7 | 100008 | 80.945652 | 95.422222 | 36.703750 | 148.706522 | 83.065217 | 60.228261 | 19.166667 | 34.000000 | NaN | NaN | 0.4 | 7.356 | 38.2 | NaN | NaN | 43.000000 | NaN | 5.203636 | 104.2 | 2.918333 | NaN | 134.695652 | 1.736 | 2.440000 | 4.275 | 5.472727 | NaN | NaN | 24.30 | 8.00 | NaN | 10.700000 | NaN | 112.333333 | 65.0 | 1.0 | 0.0 | 1.0 | -211.64 | 25.5 | 0.0 | 0.0 | 50.0 |
| 8 | 100009 | 69.384615 | 97.865385 | 36.433333 | 138.031250 | 82.312500 | 65.583333 | 17.125000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 12.000000 | NaN | 9.300000 | NaN | 0.710000 | NaN | 103.000000 | NaN | 1.900000 | NaN | 3.900000 | NaN | NaN | 36.20 | 11.80 | NaN | 5.700000 | NaN | 201.000000 | 82.0 | 0.0 | NaN | NaN | -128.39 | 15.5 | 0.0 | 0.0 | 30.0 |
| 9 | 100010 | 92.133333 | 98.466667 | 36.933333 | 147.066667 | 98.866667 | 83.600000 | 16.066667 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 34.000000 | NaN | 9.000000 | NaN | 1.770000 | NaN | 212.388889 | NaN | 2.200000 | 4.100 | 4.100000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 32.0 | 0.0 | 1.0 | 0.0 | -8.13 | 8.5 | 0.0 | 0.0 | 16.0 |
Last rows
| PatientID | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 19990 | 119991 | 76.086957 | 97.068182 | 36.856522 | 134.869565 | 84.434783 | 53.086957 | 17.868421 | 35.333333 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 14.0 | NaN | 7.50 | NaN | 0.790000 | NaN | 117.636364 | NaN | 1.600000 | NaN | 4.10000 | NaN | NaN | 26.300000 | 8.400000 | NaN | 6.400000 | NaN | 96.000000 | 81.0 | 0.0 | 0.0 | 1.0 | -66.13 | 13.0 | 0.0 | 0.0 | 25.0 |
| 19991 | 119992 | 92.112500 | 95.225000 | 36.800000 | 148.875000 | 102.037500 | 75.050000 | 20.897436 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 37.0 | NaN | 9.20 | NaN | 9.930000 | NaN | 110.333333 | NaN | 1.800000 | 6.6 | 4.50000 | NaN | 0.41 | 30.200000 | 9.500000 | NaN | 2.800000 | NaN | 198.000000 | 45.0 | 1.0 | 1.0 | 0.0 | -4.55 | 21.0 | 0.0 | 0.0 | 41.0 |
| 19992 | 119993 | 82.357143 | 94.857143 | 36.533333 | 131.583333 | 94.333333 | 75.500000 | 18.750000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 15.0 | NaN | 8.30 | NaN | 1.010000 | NaN | 132.000000 | NaN | 2.000000 | 2.6 | 4.10000 | NaN | 0.01 | 42.000000 | 14.900000 | NaN | 12.300000 | NaN | 175.000000 | 65.0 | 1.0 | NaN | NaN | -3.53 | 11.0 | 0.0 | 0.0 | 21.0 |
| 19993 | 119994 | 74.109756 | 96.963415 | 37.402439 | 123.634146 | 77.146341 | 57.670732 | 18.200000 | 29.444444 | NaN | NaN | 0.42 | 7.313333 | 34.5 | 98.166667 | NaN | 15.0 | NaN | 3.73 | NaN | 1.073333 | NaN | 129.791667 | 5.778333 | 2.033333 | 3.6 | 4.15625 | NaN | NaN | 30.300000 | 10.250000 | NaN | 9.300000 | NaN | 66.500000 | 71.0 | 1.0 | 0.0 | 1.0 | -29.57 | 21.5 | 0.0 | 0.0 | 42.0 |
| 19994 | 119995 | 62.268293 | 94.926829 | 36.020000 | 147.804878 | 106.048780 | 78.073171 | 19.231707 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | NaN | 8.80 | NaN | 0.810000 | NaN | 106.571429 | NaN | 2.000000 | 3.0 | 3.50000 | NaN | NaN | 39.200000 | 13.100000 | NaN | 7.000000 | 289.0 | 154.000000 | 76.0 | 1.0 | 0.0 | 1.0 | -14.90 | 21.5 | 0.0 | 0.0 | 42.0 |
| 19995 | 119996 | 89.456522 | 98.086957 | 36.400000 | 131.366667 | 84.602273 | 71.922222 | 19.176471 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 849.0 | 6.0 | 259.0 | 8.75 | NaN | 0.495000 | NaN | 147.500000 | NaN | 1.950000 | NaN | 3.65000 | 3.3 | 0.01 | 42.700000 | 13.800000 | NaN | 12.600000 | NaN | 238.000000 | 84.0 | 0.0 | NaN | NaN | -6.69 | 24.5 | 0.0 | 0.0 | 48.0 |
| 19996 | 119997 | 61.062500 | 96.833333 | 36.800000 | 119.562500 | 90.937500 | 70.250000 | 20.384615 | 45.000000 | NaN | NaN | NaN | NaN | NaN | NaN | 24.0 | 5.5 | 116.0 | 13.80 | NaN | 0.770000 | 0.1 | 103.750000 | NaN | 3.150000 | 3.1 | 3.35000 | 0.7 | 1.09 | 46.700000 | 15.550000 | 38.2 | 10.400000 | NaN | 189.000000 | 30.0 | 1.0 | NaN | NaN | -0.02 | 13.0 | 0.0 | 0.0 | 25.0 |
| 19997 | 119998 | 80.202381 | 96.255814 | 36.733333 | 157.526316 | 116.157895 | 88.644737 | 20.578947 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | 55.0 | 68.0 | 8.05 | NaN | 7.685000 | NaN | 87.000000 | NaN | 1.900000 | 4.1 | 4.25000 | 0.2 | NaN | 27.966667 | 8.471429 | NaN | 12.266667 | NaN | 197.333333 | 60.0 | 0.0 | 1.0 | 0.0 | -53.64 | 25.0 | 0.0 | 0.0 | 49.0 |
| 19998 | 119999 | 94.333333 | 92.722222 | 37.620000 | 141.722222 | 100.833333 | 74.416667 | 21.666667 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 33.5 | 28.5 | 49.5 | 8.45 | NaN | 1.010000 | NaN | 109.500000 | NaN | NaN | NaN | 3.40000 | 1.0 | NaN | 23.066667 | 7.733333 | NaN | 10.700000 | NaN | 263.500000 | 84.0 | 0.0 | 1.0 | 0.0 | -10.74 | 10.5 | 0.0 | 0.0 | 20.0 |
| 19999 | 120000 | 82.727273 | 98.045455 | 36.714286 | 127.106061 | 92.030303 | 71.015152 | 17.000000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 18.0 | 10.0 | 75.0 | 9.10 | NaN | 0.535000 | 0.1 | 191.100000 | NaN | 2.200000 | 4.0 | 3.45000 | 0.9 | NaN | 37.350000 | 11.800000 | 29.1 | 6.100000 | NaN | 223.000000 | 62.0 | 0.0 | NaN | NaN | 0.00 | 18.0 | 0.0 | 0.0 | 35.0 |